{"id":"W3015867988","doi":"10.1016/j.ecolmodel.2020.109049","title":"A box-model of carrying capacity of the Thau lagoon in the context of ecological status regulations and sustainable shellfish cultures","year":2020,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"European Regional Development Fund; Université de Montpellier; Institut Français de Recherche pour l'Exploitation de la Mer","keywords":"Environmental science; Oyster; Ecosystem; Carrying capacity; Phytoplankton; Shellfish; Fishery; Water Framework Directive; Ecology; Nutrient; Eutrophication; Water quality; Biology; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003366218,0.0001019783,0.0002492257,0.000008688808,0.0001611152,0.000007883579,0.0002160133,0.00007988486,0.00007956674],"category_scores_gemma":[0.0002054591,0.00004924231,0.00008437019,0.0002030238,0.0004321283,0.00006624765,0.0003473593,0.0001797407,5.332981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000411654,"about_ca_system_score_gemma":0.000009417719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003560943,"about_ca_topic_score_gemma":0.0002930884,"domain_scores_codex":[0.9989445,0.0001263084,0.0002958419,0.0001957507,0.0001976848,0.0002398813],"domain_scores_gemma":[0.9994974,0.0001911513,0.0001418077,0.0001106659,0.00002195285,0.0000370723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005477334,0.0002901712,0.1774738,0.00008860941,0.0000228508,0.000002291548,0.01605504,0.7638392,0.004902632,0.03666156,0.0004961457,0.0001129545],"study_design_scores_gemma":[0.0009290959,0.0005132643,0.3142476,0.00002902454,0.00008732669,0.000001938566,0.03158369,0.5923533,0.002836944,0.05613032,0.0009662561,0.0003213258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990676,0.00005029192,0.001591776,0.001441294,0.000007833364,0.0003233541,0.000009770067,0.00000614521,0.005893464],"genre_scores_gemma":[0.998674,0.00005384785,0.0008716487,0.0003170109,0.000008715159,0.00001248961,0.000001038853,0.000002672701,0.00005857996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714859,"threshold_uncertainty_score":0.2008043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04253420968306681,"score_gpt":0.2430530510779486,"score_spread":0.2005188413948818,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}